Explainable Artificial Intelligence for Trustworthy Internet of Things
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| Autore: |
Abdel-Basset Mohamed
|
| Titolo: |
Explainable Artificial Intelligence for Trustworthy Internet of Things
|
| Pubblicazione: | Stevenage : , : Institution of Engineering & Technology, , 2024 |
| ©2024 | |
| Edizione: | 1st ed. |
| Descrizione fisica: | 1 online resource (342 pages) |
| Disciplina: | 006.3 |
| Soggetto topico: | Internet of things |
| Artificial intelligence | |
| Altri autori: |
MoustafaNour
HawashHossam
ZomayaAlbert Y
|
| Nota di contenuto: | Contents -- About the authors -- 1. Explaining AI for safeguarding and securing Internet of Things (IoT) systems—an introduction -- 2. Securing the Internet of Things: architectures and designs -- 3. Convergence of Internet of Things and computing technologies -- 4. Security vulnerabilities in Internet of Things: attack surfaces, threats, and defense -- 5. Black-box machine learning for IoT security -- 6. Explainable artificial intelligence for safeguarding IoT -- 7. Explainability methods in explainable security intelligence: fine-grained taxonomy -- 8. Intrinsically explainable security intelligence -- 9. Model-agnostic methods for globally interpretable machine learning -- 10. Model-agnostic methods for locally explainable AI to secure IoT system -- 11. Explainability evaluation metrics for explainable security intelligence in the Internet of Things -- 12. Adversarial attacks and defense in explainable security intelligence -- 13. Federated learning meets explainable AI at the edge of things -- 14. Explainable security intelligence for zero-trust IoT -- 15. Explainable security intelligence in IoT applications -- Index |
| Sommario/riassunto: | From innovative solutions for securing IoT infrastructures against security attacks and privacy threats to advanced topics including responsible security intelligence, this comprehensive co-authored book offers a complete study of explainable artificial intelligence (XAI) for securing the internet of things (IoT). |
| Titolo autorizzato: | Explainable Artificial Intelligence for Trustworthy Internet of Things |
| ISBN: | 1-83724-350-6 |
| 1-83953-803-1 | |
| Formato: | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione: | Inglese |
| Record Nr.: | 9911006714203321 |
| Lo trovi qui: | Univ. Federico II |
| Opac: | Controlla la disponibilità qui |
Serie:
Computing and Networks Series